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Iran

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#artificial intelligence Preprint Sep 2026

GERIS: A Game-Theoretic Framework for Filtering Instance-Dependent Label Noise in License Plate Data Augmentation

Experimental results demonstrate that GERIS outperforms existing instance selection methods in terms of classification accuracy and robustness, and offers a transparent, theoretically grounded mechanism for data filtering.

S. Shani, Rouhollah Ahmadian, Amin Rahmani et al. · 0 citations

Preprint Aug 2026

Characterization of graphs $G$ where $G \in \mathrm{obs}^*(H)$ for some graph $H$

A full-homomorphism from a graph $G$ to a graph $H$ is a function on vertex sets that preserves adjacency and non-adjacency of vertices. A graph $G$ is called a minimal $H$-obstruction if it has no full-homomorphism to $H$ but every proper vertex induced subgraph of $G$ does. Such graphs can have at most $|V(H)|+1$ ver...

Z. Rahimi, M. H. Shirdareh-Haghighi, Asma Namazi Department of Mathematics et al. · 0 citations